Dataset statistics
| Number of variables | 37 |
|---|---|
| Number of observations | 440 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 127.3 KiB |
| Average record size in memory | 296.3 B |
Variable types
| NUM | 19 |
|---|---|
| CAT | 17 |
| BOOL | 1 |
SpatDist has constant value "440" | Constant |
SpatGL has constant value "440" | Constant |
Bes2 has constant value "440" | Constant |
StrklVu has constant value "440" | Constant |
Lich2 is highly correlated with Lich1 | High correlation |
Lich1 is highly correlated with Lich2 | High correlation |
Month is highly correlated with df_index | High correlation |
df_index is highly correlated with Month | High correlation |
df_index has unique values | Unique |
TempDist has 273 (62.0%) zeros | Zeros |
Strasse has 137 (31.1%) zeros | Zeros |
UArt1 has 25 (5.7%) zeros | Zeros |
AUrs1 has 406 (92.3%) zeros | Zeros |
Fstf has 200 (45.5%) zeros | Zeros |
Month has 30 (6.8%) zeros | Zeros |
Reproduction
| Analysis started | 2020-10-27 07:52:07.762976 |
|---|---|
| Analysis finished | 2020-10-27 07:53:13.811508 |
| Duration | 1 minute and 6.05 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 440 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 912.9886364 |
|---|---|
| Minimum | 0 |
| Maximum | 1860 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 81.9 |
| Q1 | 430 |
| median | 906 |
| Q3 | 1377 |
| 95-th percentile | 1763.25 |
| Maximum | 1860 |
| Range | 1860 |
| Interquartile range (IQR) | 947 |
Descriptive statistics
| Standard deviation | 541.0571213 |
|---|---|
| Coefficient of variation (CV) | 0.5926219668 |
| Kurtosis | -1.182935883 |
| Mean | 912.9886364 |
| Median Absolute Deviation (MAD) | 474 |
| Skewness | 0.02873321944 |
| Sum | 401715 |
| Variance | 292742.8085 |
| Monotocity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 645 | 1 | 0.2% | |
| 324 | 1 | 0.2% | |
| 1324 | 1 | 0.2% | |
| 301 | 1 | 0.2% | |
| 1678 | 1 | 0.2% | |
| 304 | 1 | 0.2% | |
| 1332 | 1 | 0.2% | |
| 1337 | 1 | 0.2% | |
| 314 | 1 | 0.2% | |
| 318 | 1 | 0.2% | |
| Other values (430) | 430 | 97.7% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.2% | |
| 7 | 1 | 0.2% | |
| 11 | 1 | 0.2% | |
| 15 | 1 | 0.2% | |
| 16 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| 1860 | 1 | 0.2% | |
| 1859 | 1 | 0.2% | |
| 1858 | 1 | 0.2% | |
| 1854 | 1 | 0.2% | |
| 1848 | 1 | 0.2% |
TempMax
Real number (ℝ≥0)
| Distinct | 143 |
|---|---|
| Distinct (%) | 32.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 194.5295455 |
|---|---|
| Minimum | 9 |
| Maximum | 1341 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 72 |
| median | 132 |
| Q3 | 264 |
| 95-th percentile | 597.9 |
| Maximum | 1341 |
| Range | 1332 |
| Interquartile range (IQR) | 192 |
Descriptive statistics
| Standard deviation | 181.9775301 |
|---|---|
| Coefficient of variation (CV) | 0.9354750182 |
| Kurtosis | 5.479572665 |
| Mean | 194.5295455 |
| Median Absolute Deviation (MAD) | 78 |
| Skewness | 1.99964178 |
| Sum | 85593 |
| Variance | 33115.82145 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 84 | 11 | 2.5% | |
| 39 | 10 | 2.3% | |
| 78 | 9 | 2.0% | |
| 117 | 9 | 2.0% | |
| 45 | 9 | 2.0% | |
| 72 | 8 | 1.8% | |
| 120 | 8 | 1.8% | |
| 264 | 8 | 1.8% | |
| 87 | 7 | 1.6% | |
| 81 | 7 | 1.6% | |
| Other values (133) | 354 | 80.5% |
| Value | Count | Frequency (%) | |
| 9 | 2 | 0.5% | |
| 12 | 2 | 0.5% | |
| 15 | 2 | 0.5% | |
| 18 | 7 | 1.6% | |
| 21 | 5 | 1.1% |
| Value | Count | Frequency (%) | |
| 1341 | 1 | 0.2% | |
| 987 | 1 | 0.2% | |
| 882 | 2 | 0.5% | |
| 867 | 1 | 0.2% | |
| 789 | 1 | 0.2% |
TempAvg
Real number (ℝ≥0)
| Distinct | 159 |
|---|---|
| Distinct (%) | 36.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.27954545 |
|---|---|
| Minimum | 3 |
| Maximum | 920 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 30 |
| median | 55 |
| Q3 | 94.25 |
| 95-th percentile | 216.3 |
| Maximum | 920 |
| Range | 917 |
| Interquartile range (IQR) | 64.25 |
Descriptive statistics
| Standard deviation | 78.61675177 |
|---|---|
| Coefficient of variation (CV) | 1.044330851 |
| Kurtosis | 34.6503918 |
| Mean | 75.27954545 |
| Median Absolute Deviation (MAD) | 31 |
| Skewness | 4.373476935 |
| Sum | 33123 |
| Variance | 6180.593658 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 15 | 9 | 2.0% | |
| 47 | 9 | 2.0% | |
| 36 | 9 | 2.0% | |
| 26 | 8 | 1.8% | |
| 16 | 8 | 1.8% | |
| 37 | 7 | 1.6% | |
| 53 | 7 | 1.6% | |
| 44 | 7 | 1.6% | |
| 23 | 7 | 1.6% | |
| 61 | 7 | 1.6% | |
| Other values (149) | 362 | 82.3% |
| Value | Count | Frequency (%) | |
| 3 | 1 | 0.2% | |
| 4 | 1 | 0.2% | |
| 5 | 4 | 0.9% | |
| 6 | 5 | 1.1% | |
| 7 | 4 | 0.9% |
| Value | Count | Frequency (%) | |
| 920 | 1 | 0.2% | |
| 533 | 1 | 0.2% | |
| 502 | 1 | 0.2% | |
| 388 | 1 | 0.2% | |
| 324 | 1 | 0.2% |
SpatMax
Real number (ℝ≥0)
| Distinct | 404 |
|---|---|
| Distinct (%) | 91.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16118.08409 |
|---|---|
| Minimum | 1036 |
| Maximum | 219082 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 1036 |
|---|---|
| 5-th percentile | 2100.8 |
| Q1 | 6159 |
| median | 10988.5 |
| Q3 | 18798.75 |
| 95-th percentile | 36189 |
| Maximum | 219082 |
| Range | 218046 |
| Interquartile range (IQR) | 12639.75 |
Descriptive statistics
| Standard deviation | 24195.96693 |
|---|---|
| Coefficient of variation (CV) | 1.501168923 |
| Kurtosis | 42.16232329 |
| Mean | 16118.08409 |
| Median Absolute Deviation (MAD) | 5590.5 |
| Skewness | 6.056043147 |
| Sum | 7091957 |
| Variance | 585444815.7 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 3475 | 3 | 0.7% | |
| 35490 | 3 | 0.7% | |
| 1503 | 3 | 0.7% | |
| 189730 | 3 | 0.7% | |
| 13163 | 3 | 0.7% | |
| 195310 | 2 | 0.5% | |
| 11209 | 2 | 0.5% | |
| 6869 | 2 | 0.5% | |
| 29470 | 2 | 0.5% | |
| 7091 | 2 | 0.5% | |
| Other values (394) | 415 | 94.3% |
| Value | Count | Frequency (%) | |
| 1036 | 1 | 0.2% | |
| 1167 | 1 | 0.2% | |
| 1216 | 1 | 0.2% | |
| 1279 | 1 | 0.2% | |
| 1315 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| 219082 | 1 | 0.2% | |
| 195310 | 2 | 0.5% | |
| 189730 | 3 | 0.7% | |
| 135780 | 1 | 0.2% | |
| 61411 | 1 | 0.2% |
SpatAvg
Real number (ℝ≥0)
| Distinct | 404 |
|---|---|
| Distinct (%) | 91.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4315.097727 |
|---|---|
| Minimum | 135 |
| Maximum | 17805 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 135 |
|---|---|
| 5-th percentile | 1081.3 |
| Q1 | 2020.75 |
| median | 3656 |
| Q3 | 5759.5 |
| 95-th percentile | 10182 |
| Maximum | 17805 |
| Range | 17670 |
| Interquartile range (IQR) | 3738.75 |
Descriptive statistics
| Standard deviation | 2974.153773 |
|---|---|
| Coefficient of variation (CV) | 0.6892436652 |
| Kurtosis | 1.934259732 |
| Mean | 4315.097727 |
| Median Absolute Deviation (MAD) | 1837 |
| Skewness | 1.296958296 |
| Sum | 1898643 |
| Variance | 8845590.667 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1413 | 3 | 0.7% | |
| 10266 | 3 | 0.7% | |
| 6575 | 3 | 0.7% | |
| 1445 | 3 | 0.7% | |
| 4066 | 3 | 0.7% | |
| 6308 | 2 | 0.5% | |
| 5606 | 2 | 0.5% | |
| 6332 | 2 | 0.5% | |
| 1492 | 2 | 0.5% | |
| 10182 | 2 | 0.5% | |
| Other values (394) | 415 | 94.3% |
| Value | Count | Frequency (%) | |
| 135 | 1 | 0.2% | |
| 358 | 1 | 0.2% | |
| 387 | 1 | 0.2% | |
| 393 | 1 | 0.2% | |
| 544 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| 17805 | 1 | 0.2% | |
| 16851 | 1 | 0.2% | |
| 15132 | 1 | 0.2% | |
| 14785 | 1 | 0.2% | |
| 14198 | 1 | 0.2% |
| Distinct | 24 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.209090909 |
|---|---|
| Minimum | 0 |
| Maximum | 24 |
| Zeros | 273 |
| Zeros (%) | 62.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 7 |
| 95-th percentile | 21 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 6.785815911 |
|---|---|
| Coefficient of variation (CV) | 1.612180886 |
| Kurtosis | 1.184728552 |
| Mean | 4.209090909 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.540150713 |
| Sum | 1852 |
| Variance | 46.04729758 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) | |
| 0 | 273 | 62.0% | |
| 6 | 13 | 3.0% | |
| 8 | 13 | 3.0% | |
| 12 | 11 | 2.5% | |
| 10 | 11 | 2.5% | |
| 4 | 10 | 2.3% | |
| 2 | 9 | 2.0% | |
| 5 | 9 | 2.0% | |
| 7 | 9 | 2.0% | |
| 9 | 9 | 2.0% | |
| Other values (14) | 73 | 16.6% |
| Value | Count | Frequency (%) | |
| 0 | 273 | 62.0% | |
| 1 | 5 | 1.1% | |
| 2 | 9 | 2.0% | |
| 3 | 5 | 1.1% | |
| 4 | 10 | 2.3% |
| Value | Count | Frequency (%) | |
| 24 | 6 | 1.4% | |
| 23 | 6 | 1.4% | |
| 22 | 5 | 1.1% | |
| 21 | 7 | 1.6% | |
| 20 | 2 | 0.5% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 440 | 100.0% |
Coverage
Real number (ℝ≥0)
| Distinct | 90 |
|---|---|
| Distinct (%) | 20.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.53636364 |
|---|---|
| Minimum | 2 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 20 |
| median | 32 |
| Q3 | 48.5 |
| 95-th percentile | 85 |
| Maximum | 100 |
| Range | 98 |
| Interquartile range (IQR) | 28.5 |
Descriptive statistics
| Standard deviation | 22.79438738 |
|---|---|
| Coefficient of variation (CV) | 0.6072614706 |
| Kurtosis | 0.12964919 |
| Mean | 37.53636364 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0.9256154032 |
| Sum | 16516 |
| Variance | 519.5840961 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 21 | 16 | 3.6% | |
| 18 | 15 | 3.4% | |
| 15 | 14 | 3.2% | |
| 16 | 13 | 3.0% | |
| 25 | 13 | 3.0% | |
| 19 | 12 | 2.7% | |
| 27 | 11 | 2.5% | |
| 30 | 11 | 2.5% | |
| 42 | 11 | 2.5% | |
| 31 | 10 | 2.3% | |
| Other values (80) | 314 | 71.4% |
| Value | Count | Frequency (%) | |
| 2 | 2 | 0.5% | |
| 3 | 2 | 0.5% | |
| 5 | 4 | 0.9% | |
| 6 | 1 | 0.2% | |
| 7 | 3 | 0.7% |
| Value | Count | Frequency (%) | |
| 100 | 7 | 1.6% | |
| 98 | 1 | 0.2% | |
| 97 | 1 | 0.2% | |
| 96 | 1 | 0.2% | |
| 95 | 1 | 0.2% |
TempGL
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| 3 | |
|---|---|
| 1 | |
| 5 | 24 |
| Value | Count | Frequency (%) | |
| 3 | 273 | 62.0% | |
| 1 | 143 | 32.5% | |
| 5 | 24 | 5.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| 2 |
|---|
| Value | Count | Frequency (%) | |
| 2 | 440 | 100.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
TempIL
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| 3 | |
|---|---|
| -1 | |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 3 | 272 | 61.8% | |
| -1 | 167 | 38.0% | |
| 2 | 1 | 0.2% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.2% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.379545455 |
| Min length | 1 |
SpatIL
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| 2 | |
|---|---|
| 1 | 40 |
| Value | Count | Frequency (%) | |
| 2 | 400 | 90.9% | |
| 1 | 40 | 9.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
TLCar
Real number (ℝ≥0)
| Distinct | 339 |
|---|---|
| Distinct (%) | 77.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1513.763636 |
|---|---|
| Minimum | 1000 |
| Maximum | 1999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 1000 |
|---|---|
| 5-th percentile | 1057.8 |
| Q1 | 1255 |
| median | 1526 |
| Q3 | 1749 |
| 95-th percentile | 1950.15 |
| Maximum | 1999 |
| Range | 999 |
| Interquartile range (IQR) | 494 |
Descriptive statistics
| Standard deviation | 288.6177624 |
|---|---|
| Coefficient of variation (CV) | 0.1906623699 |
| Kurtosis | -1.208762545 |
| Mean | 1513.763636 |
| Median Absolute Deviation (MAD) | 236.5 |
| Skewness | -0.07980130732 |
| Sum | 666056 |
| Variance | 83300.2128 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1678 | 4 | 0.9% | |
| 1213 | 4 | 0.9% | |
| 1293 | 4 | 0.9% | |
| 1474 | 4 | 0.9% | |
| 1955 | 4 | 0.9% | |
| 1291 | 3 | 0.7% | |
| 1152 | 3 | 0.7% | |
| 1194 | 3 | 0.7% | |
| 1623 | 3 | 0.7% | |
| 1693 | 3 | 0.7% | |
| Other values (329) | 405 | 92.0% |
| Value | Count | Frequency (%) | |
| 1000 | 1 | 0.2% | |
| 1001 | 1 | 0.2% | |
| 1003 | 1 | 0.2% | |
| 1006 | 3 | 0.7% | |
| 1008 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| 1999 | 1 | 0.2% | |
| 1998 | 1 | 0.2% | |
| 1984 | 1 | 0.2% | |
| 1981 | 2 | 0.5% | |
| 1980 | 1 | 0.2% |
TLHGV
Real number (ℝ≥0)
| Distinct | 291 |
|---|---|
| Distinct (%) | 66.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 749.6045455 |
|---|---|
| Minimum | 501 |
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 501 |
|---|---|
| 5-th percentile | 532 |
| Q1 | 616.75 |
| median | 744.5 |
| Q3 | 872.5 |
| 95-th percentile | 969.15 |
| Maximum | 999 |
| Range | 498 |
| Interquartile range (IQR) | 255.75 |
Descriptive statistics
| Standard deviation | 144.0702277 |
|---|---|
| Coefficient of variation (CV) | 0.1921949761 |
| Kurtosis | -1.270523983 |
| Mean | 749.6045455 |
| Median Absolute Deviation (MAD) | 128 |
| Skewness | 0.02042616191 |
| Sum | 329826 |
| Variance | 20756.2305 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 579 | 6 | 1.4% | |
| 795 | 4 | 0.9% | |
| 567 | 4 | 0.9% | |
| 626 | 4 | 0.9% | |
| 926 | 4 | 0.9% | |
| 862 | 4 | 0.9% | |
| 588 | 3 | 0.7% | |
| 893 | 3 | 0.7% | |
| 569 | 3 | 0.7% | |
| 669 | 3 | 0.7% | |
| Other values (281) | 402 | 91.4% |
| Value | Count | Frequency (%) | |
| 501 | 1 | 0.2% | |
| 505 | 1 | 0.2% | |
| 506 | 1 | 0.2% | |
| 509 | 1 | 0.2% | |
| 510 | 2 | 0.5% |
| Value | Count | Frequency (%) | |
| 999 | 3 | 0.7% | |
| 998 | 2 | 0.5% | |
| 995 | 1 | 0.2% | |
| 994 | 1 | 0.2% | |
| 990 | 2 | 0.5% |
| Distinct | 14 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.188636364 |
|---|---|
| Minimum | 0 |
| Maximum | 13 |
| Zeros | 137 |
| Zeros (%) | 31.1% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.129455614 |
|---|---|
| Coefficient of variation (CV) | 0.9814401071 |
| Kurtosis | -0.4059611673 |
| Mean | 3.188636364 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.7614925153 |
| Sum | 1403 |
| Variance | 9.793492441 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) | |
| 0 | 137 | 31.1% | |
| 2 | 94 | 21.4% | |
| 3 | 38 | 8.6% | |
| 8 | 35 | 8.0% | |
| 6 | 34 | 7.7% | |
| 7 | 32 | 7.3% | |
| 5 | 29 | 6.6% | |
| 1 | 13 | 3.0% | |
| 11 | 11 | 2.5% | |
| 4 | 10 | 2.3% | |
| Other values (4) | 7 | 1.6% |
| Value | Count | Frequency (%) | |
| 0 | 137 | 31.1% | |
| 1 | 13 | 3.0% | |
| 2 | 94 | 21.4% | |
| 3 | 38 | 8.6% | |
| 4 | 10 | 2.3% |
| Value | Count | Frequency (%) | |
| 13 | 1 | 0.2% | |
| 12 | 1 | 0.2% | |
| 11 | 11 | 2.5% | |
| 10 | 4 | 0.9% | |
| 9 | 1 | 0.2% |
Kat
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| 7 | |
|---|---|
| 3 | |
| 2 | |
| 1 | 13 |
| Value | Count | Frequency (%) | |
| 7 | 196 | 44.5% | |
| 3 | 185 | 42.0% | |
| 2 | 46 | 10.5% | |
| 1 | 13 | 3.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Typ
Real number (ℝ≥0)
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.120454545 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.846387786 |
|---|---|
| Coefficient of variation (CV) | 0.3605906018 |
| Kurtosis | 0.4772600407 |
| Mean | 5.120454545 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.427450374 |
| Sum | 2253 |
| Variance | 3.409147857 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 6 | 305 | 69.3% | |
| 1 | 56 | 12.7% | |
| 3 | 44 | 10.0% | |
| 7 | 31 | 7.0% | |
| 5 | 2 | 0.5% | |
| 4 | 2 | 0.5% |
| Value | Count | Frequency (%) | |
| 1 | 56 | 12.7% | |
| 3 | 44 | 10.0% | |
| 4 | 2 | 0.5% | |
| 5 | 2 | 0.5% | |
| 6 | 305 | 69.3% |
| Value | Count | Frequency (%) | |
| 7 | 31 | 7.0% | |
| 6 | 305 | 69.3% | |
| 5 | 2 | 0.5% | |
| 4 | 2 | 0.5% | |
| 3 | 44 | 10.0% |
Betei
Real number (ℝ≥0)
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.238636364 |
|---|---|
| Minimum | 1 |
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7694970428 |
|---|---|
| Coefficient of variation (CV) | 0.3437347196 |
| Kurtosis | 3.508590688 |
| Mean | 2.238636364 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.491213129 |
| Sum | 985 |
| Variance | 0.5921256989 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 2 | 300 | 68.2% | |
| 3 | 71 | 16.1% | |
| 1 | 38 | 8.6% | |
| 4 | 22 | 5.0% | |
| 5 | 8 | 1.8% | |
| 6 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| 1 | 38 | 8.6% | |
| 2 | 300 | 68.2% | |
| 3 | 71 | 16.1% | |
| 4 | 22 | 5.0% | |
| 5 | 8 | 1.8% |
| Value | Count | Frequency (%) | |
| 6 | 1 | 0.2% | |
| 5 | 8 | 1.8% | |
| 4 | 22 | 5.0% | |
| 3 | 71 | 16.1% | |
| 2 | 300 | 68.2% |
| Distinct | 9 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.268181818 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros | 25 |
| Zeros (%) | 5.7% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.33540373 |
|---|---|
| Coefficient of variation (CV) | 0.7145880676 |
| Kurtosis | 0.5573487107 |
| Mean | 3.268181818 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.241949333 |
| Sum | 1438 |
| Variance | 5.454110582 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) | |
| 2 | 192 | 43.6% | |
| 3 | 104 | 23.6% | |
| 8 | 34 | 7.7% | |
| 5 | 34 | 7.7% | |
| 0 | 25 | 5.7% | |
| 9 | 21 | 4.8% | |
| 1 | 16 | 3.6% | |
| 7 | 11 | 2.5% | |
| 6 | 3 | 0.7% |
| Value | Count | Frequency (%) | |
| 0 | 25 | 5.7% | |
| 1 | 16 | 3.6% | |
| 2 | 192 | 43.6% | |
| 3 | 104 | 23.6% | |
| 5 | 34 | 7.7% |
| Value | Count | Frequency (%) | |
| 9 | 21 | 4.8% | |
| 8 | 34 | 7.7% | |
| 7 | 11 | 2.5% | |
| 6 | 3 | 0.7% | |
| 5 | 34 | 7.7% |
UArt2
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2045454545 |
|---|---|
| Minimum | -1 |
| Maximum | 9 |
| Zeros | 2 |
| Zeros (%) | 0.5% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | -1 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.101763371 |
|---|---|
| Coefficient of variation (CV) | 15.16417648 |
| Kurtosis | 3.553495121 |
| Mean | 0.2045454545 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.317645315 |
| Sum | 90 |
| Variance | 9.620936012 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) | |
| -1 | 376 | 85.5% | |
| 9 | 35 | 8.0% | |
| 8 | 13 | 3.0% | |
| 3 | 7 | 1.6% | |
| 2 | 3 | 0.7% | |
| 7 | 2 | 0.5% | |
| 0 | 2 | 0.5% | |
| 5 | 1 | 0.2% | |
| 1 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| -1 | 376 | 85.5% | |
| 0 | 2 | 0.5% | |
| 1 | 1 | 0.2% | |
| 2 | 3 | 0.7% | |
| 3 | 7 | 1.6% |
| Value | Count | Frequency (%) | |
| 9 | 35 | 8.0% | |
| 8 | 13 | 3.0% | |
| 7 | 2 | 0.5% | |
| 5 | 1 | 0.2% | |
| 3 | 7 | 1.6% |
| Distinct | 9 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6 |
|---|---|
| Minimum | 0 |
| Maximum | 89 |
| Zeros | 406 |
| Zeros (%) | 92.3% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 73 |
| Maximum | 89 |
| Range | 89 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 20.84130296 |
|---|---|
| Coefficient of variation (CV) | 3.473550493 |
| Kurtosis | 8.557816257 |
| Mean | 6 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.224041597 |
| Sum | 2640 |
| Variance | 434.3599089 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) | |
| 0 | 406 | 92.3% | |
| 73 | 10 | 2.3% | |
| 72 | 10 | 2.3% | |
| 89 | 4 | 0.9% | |
| 82 | 4 | 0.9% | |
| 88 | 3 | 0.7% | |
| 86 | 1 | 0.2% | |
| 81 | 1 | 0.2% | |
| 75 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| 0 | 406 | 92.3% | |
| 72 | 10 | 2.3% | |
| 73 | 10 | 2.3% | |
| 75 | 1 | 0.2% | |
| 81 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| 89 | 4 | 0.9% | |
| 88 | 3 | 0.7% | |
| 86 | 1 | 0.2% | |
| 82 | 4 | 0.9% | |
| 81 | 1 | 0.2% |
AUrs2
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| 0 | |
|---|---|
| 73 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 439 | 99.8% | |
| 73 | 1 | 0.2% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.2% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.002272727 |
| Min length | 1 |
AufHi
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.06818181818 |
|---|---|
| Minimum | -1 |
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | -1 |
| 95-th percentile | 3 |
| Maximum | 9 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.803536481 |
|---|---|
| Coefficient of variation (CV) | -26.45186839 |
| Kurtosis | 1.919107236 |
| Mean | -0.06818181818 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.668012884 |
| Sum | -30 |
| Variance | 3.252743839 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) | |
| -1 | 343 | 78.0% | |
| 3 | 86 | 19.5% | |
| 5 | 4 | 0.9% | |
| 4 | 4 | 0.9% | |
| 9 | 1 | 0.2% | |
| 8 | 1 | 0.2% | |
| 2 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| -1 | 343 | 78.0% | |
| 2 | 1 | 0.2% | |
| 3 | 86 | 19.5% | |
| 4 | 4 | 0.9% | |
| 5 | 4 | 0.9% |
| Value | Count | Frequency (%) | |
| 9 | 1 | 0.2% | |
| 8 | 1 | 0.2% | |
| 5 | 4 | 0.9% | |
| 4 | 4 | 0.9% | |
| 3 | 86 | 19.5% |
Alkoh
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| -1 | |
|---|---|
| 1 | 6 |
| Value | Count | Frequency (%) | |
| -1 | 434 | 98.6% | |
| 1 | 6 | 1.4% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.986363636 |
| Min length | 1 |
Char1
Real number (ℝ)
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.4863636364 |
|---|---|
| Minimum | -1 |
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | -1 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.639433052 |
|---|---|
| Coefficient of variation (CV) | -3.37079693 |
| Kurtosis | 7.401073036 |
| Mean | -0.4863636364 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.002813166 |
| Sum | -214 |
| Variance | 2.687740733 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| -1 | 399 | 90.7% | |
| 4 | 16 | 3.6% | |
| 5 | 13 | 3.0% | |
| 6 | 8 | 1.8% | |
| 2 | 4 | 0.9% |
| Value | Count | Frequency (%) | |
| -1 | 399 | 90.7% | |
| 2 | 4 | 0.9% | |
| 4 | 16 | 3.6% | |
| 5 | 13 | 3.0% | |
| 6 | 8 | 1.8% |
| Value | Count | Frequency (%) | |
| 6 | 8 | 1.8% | |
| 5 | 13 | 3.0% | |
| 4 | 16 | 3.6% | |
| 2 | 4 | 0.9% | |
| -1 | 399 | 90.7% |
Char2
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| -1 | |
|---|---|
| 6 | 12 |
| Value | Count | Frequency (%) | |
| -1 | 428 | 97.3% | |
| 6 | 12 | 2.7% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.972727273 |
| Min length | 1 |
Bes1
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| -1 | |
|---|---|
| 6 | |
| 1 | 2 |
| Value | Count | Frequency (%) | |
| -1 | 382 | 86.8% | |
| 6 | 56 | 12.7% | |
| 1 | 2 | 0.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.868181818 |
| Min length | 1 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| -1 |
|---|
| Value | Count | Frequency (%) | |
| -1 | 440 | 100.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 | 19 |
| -1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 340 | 77.3% | |
| 2 | 80 | 18.2% | |
| 1 | 19 | 4.3% | |
| -1 | 1 | 0.2% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.2% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.002272727 |
| Min length | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| -1 | |
|---|---|
| 4 | |
| 3 | 2 |
| Value | Count | Frequency (%) | |
| -1 | 341 | 77.5% | |
| 4 | 97 | 22.0% | |
| 3 | 2 | 0.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.775 |
| Min length | 1 |
Zust1
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 9 |
| -1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 335 | 76.1% | |
| 1 | 94 | 21.4% | |
| 2 | 9 | 2.0% | |
| -1 | 2 | 0.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.004545455 |
| Min length | 1 |
Zust2
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| -1 | |
|---|---|
| 2 | 4 |
| Value | Count | Frequency (%) | |
| -1 | 436 | 99.1% | |
| 2 | 4 | 0.9% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.990909091 |
| Min length | 1 |
| Distinct | 8 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.163636364 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros | 200 |
| Zeros (%) | 45.5% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.338256253 |
|---|---|
| Coefficient of variation (CV) | 1.150063968 |
| Kurtosis | 1.034484642 |
| Mean | 1.163636364 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.130546428 |
| Sum | 512 |
| Variance | 1.790929799 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 200 | 45.5% | |
| 2 | 128 | 29.1% | |
| 1 | 65 | 14.8% | |
| 4 | 29 | 6.6% | |
| 3 | 9 | 2.0% | |
| 5 | 7 | 1.6% | |
| 7 | 1 | 0.2% | |
| 6 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| 0 | 200 | 45.5% | |
| 1 | 65 | 14.8% | |
| 2 | 128 | 29.1% | |
| 3 | 9 | 2.0% | |
| 4 | 29 | 6.6% |
| Value | Count | Frequency (%) | |
| 7 | 1 | 0.2% | |
| 6 | 1 | 0.2% | |
| 5 | 7 | 1.6% | |
| 4 | 29 | 6.6% | |
| 3 | 9 | 2.0% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| A |
|---|
| Value | Count | Frequency (%) | |
| A | 440 | 100.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
WoTag
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| Fr | |
|---|---|
| Do | |
| Di | |
| Mi | |
| Mo | |
| Other values (3) |
| Value | Count | Frequency (%) | |
| Fr | 82 | 18.6% | |
| Do | 71 | 16.1% | |
| Di | 70 | 15.9% | |
| Mi | 63 | 14.3% | |
| Mo | 53 | 12.0% | |
| Sa | 49 | 11.1% | |
| So | 48 | 10.9% | |
| 4 | 0.9% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.981818182 |
| Min length | 0 |
FeiTag
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| -1 | |
|---|---|
| 1 | 10 |
| Value | Count | Frequency (%) | |
| -1 | 430 | 97.7% | |
| 1 | 10 | 2.3% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.977272727 |
| Min length | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.727272727 |
|---|---|
| Minimum | 0 |
| Maximum | 11 |
| Zeros | 30 |
| Zeros (%) | 6.8% |
| Memory size | 3.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.17423882 |
|---|---|
| Coefficient of variation (CV) | 0.554232175 |
| Kurtosis | -0.9475060553 |
| Mean | 5.727272727 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.1319361941 |
| Sum | 2520 |
| Variance | 10.07579209 |
| Monotocity | Increasing |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 6 | 62 | 14.1% | |
| 7 | 50 | 11.4% | |
| 5 | 42 | 9.5% | |
| 9 | 38 | 8.6% | |
| 2 | 38 | 8.6% | |
| 8 | 36 | 8.2% | |
| 3 | 36 | 8.2% | |
| 10 | 32 | 7.3% | |
| 11 | 30 | 6.8% | |
| 0 | 30 | 6.8% | |
| Other values (2) | 46 | 10.5% |
| Value | Count | Frequency (%) | |
| 0 | 30 | 6.8% | |
| 1 | 20 | 4.5% | |
| 2 | 38 | 8.6% | |
| 3 | 36 | 8.2% | |
| 4 | 26 | 5.9% |
| Value | Count | Frequency (%) | |
| 11 | 30 | 6.8% | |
| 10 | 32 | 7.3% | |
| 9 | 38 | 8.6% | |
| 8 | 36 | 8.2% | |
| 7 | 50 | 11.4% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | TempMax | TempAvg | SpatMax | SpatAvg | TempDist | SpatDist | Coverage | TempGL | SpatGL | TempIL | SpatIL | TLCar | TLHGV | Strasse | Kat | Typ | Betei | UArt1 | UArt2 | AUrs1 | AUrs2 | AufHi | Alkoh | Char1 | Char2 | Bes1 | Bes2 | Lich1 | Lich2 | Zust1 | Zust2 | Fstf | StrklVu | WoTag | FeiTag | Month | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 360 | 222 | 6568 | 4311 | 0 | 0 | 61 | 3 | 2 | 3 | 1 | 1714 | 718 | 0 | 2 | 1 | 3 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 1 | -1 | 0 | A | Di | 1 | 0 |
| 1 | 7 | 216 | 96 | 12991 | 5615 | 11 | 0 | 43 | 1 | 2 | -1 | 2 | 1647 | 670 | 0 | 3 | 7 | 3 | 3 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 2 | 4 | 1 | -1 | 0 | A | Do | -1 | 0 |
| 2 | 11 | 24 | 19 | 10902 | 9937 | 0 | 0 | 78 | 3 | 2 | 3 | 2 | 1302 | 634 | 1 | 7 | 7 | 2 | 7 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 1 | -1 | 0 | A | Sa | -1 | 0 |
| 3 | 15 | 288 | 53 | 35383 | 6506 | 0 | 0 | 17 | 3 | 2 | 3 | 2 | 1269 | 579 | 2 | 7 | 3 | 2 | 3 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 1 | -1 | 0 | A | Sa | -1 | 0 |
| 4 | 16 | 132 | 45 | 9631 | 2632 | 22 | 0 | 25 | 1 | 2 | -1 | 2 | 1098 | 683 | 2 | 7 | 1 | 1 | 9 | -1 | 72 | 73 | 3 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 1 | 2 | 1 | A | Sa | -1 | 0 |
| 5 | 18 | 333 | 47 | 34534 | 4276 | 0 | 0 | 12 | 3 | 2 | 3 | 2 | 1204 | 961 | 0 | 3 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | 6 | -1 | 0 | -1 | 1 | -1 | 0 | A | So | 1 | 0 |
| 6 | 25 | 78 | 11 | 6807 | 829 | 0 | 0 | 7 | 3 | 2 | 3 | 2 | 1722 | 868 | 3 | 3 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 0 | A | Di | -1 | 0 |
| 7 | 26 | 159 | 53 | 20224 | 6329 | 0 | 0 | 31 | 3 | 2 | 3 | 2 | 1723 | 532 | 0 | 7 | 1 | 1 | 8 | -1 | 0 | 0 | 3 | -1 | -1 | -1 | -1 | -1 | 2 | 4 | 1 | -1 | 2 | A | Mi | -1 | 0 |
| 8 | 30 | 327 | 136 | 33961 | 14785 | 0 | 0 | 40 | 3 | 2 | 3 | 2 | 1191 | 626 | 2 | 7 | 1 | 1 | 8 | 9 | 72 | 0 | 3 | -1 | -1 | -1 | -1 | -1 | 2 | 4 | 1 | 2 | 1 | A | Mi | -1 | 0 |
| 9 | 39 | 21 | 10 | 7671 | 2798 | 2 | 0 | 36 | 5 | 2 | -1 | 2 | 1401 | 643 | 2 | 7 | 1 | 1 | 8 | -1 | 72 | 0 | 4 | -1 | -1 | -1 | -1 | -1 | 2 | 4 | 2 | -1 | 2 | A | Fr | -1 | 0 |
Last rows
| df_index | TempMax | TempAvg | SpatMax | SpatAvg | TempDist | SpatDist | Coverage | TempGL | SpatGL | TempIL | SpatIL | TLCar | TLHGV | Strasse | Kat | Typ | Betei | UArt1 | UArt2 | AUrs1 | AUrs2 | AufHi | Alkoh | Char1 | Char2 | Bes1 | Bes2 | Lich1 | Lich2 | Zust1 | Zust2 | Fstf | StrklVu | WoTag | FeiTag | Month | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 430 | 1819 | 399 | 110 | 24780 | 6756 | 0 | 0 | 27 | 3 | 2 | 3 | 2 | 1031 | 837 | 0 | 3 | 6 | 3 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 2 | 4 | 0 | -1 | 2 | A | Mi | -1 | 11 |
| 431 | 1820 | 81 | 57 | 7117 | 4659 | 0 | 0 | 65 | 3 | 2 | 3 | 1 | 1550 | 614 | 6 | 7 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 2 | A | Mi | -1 | 11 |
| 432 | 1822 | 453 | 147 | 21361 | 8343 | 0 | 0 | 38 | 3 | 2 | 3 | 2 | 1186 | 511 | 0 | 7 | 6 | 2 | 3 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 2 | 4 | 0 | -1 | 0 | A | Do | -1 | 11 |
| 433 | 1831 | 267 | 105 | 10970 | 3448 | 4 | 0 | 31 | 1 | 2 | -1 | 2 | 1191 | 703 | 11 | 3 | 1 | 2 | 9 | -1 | 0 | 0 | 3 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 0 | A | Fr | -1 | 11 |
| 434 | 1832 | 729 | 275 | 36911 | 8020 | 0 | 0 | 21 | 3 | 2 | 3 | 1 | 1782 | 567 | 0 | 7 | 6 | 2 | 3 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 1 | -1 | 0 | A | Sa | -1 | 11 |
| 435 | 1848 | 24 | 14 | 2901 | 1810 | 16 | 0 | 53 | 1 | 2 | -1 | 2 | 1045 | 999 | 8 | 7 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 2 | 4 | 1 | -1 | 0 | A | Mi | 1 | 11 |
| 436 | 1854 | 477 | 125 | 38041 | 5444 | 0 | 0 | 14 | 3 | 2 | 3 | 2 | 1274 | 619 | 0 | 3 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | 6 | -1 | 2 | 4 | 0 | -1 | 0 | A | Fr | -1 | 11 |
| 437 | 1858 | 237 | 52 | 29229 | 6305 | 0 | 0 | 21 | 3 | 2 | 3 | 2 | 1269 | 784 | 2 | 3 | 6 | 3 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 7 | A | Fr | -1 | 11 |
| 438 | 1859 | 564 | 94 | 43244 | 7047 | 0 | 0 | 16 | 3 | 2 | 3 | 2 | 1785 | 638 | 6 | 3 | 1 | 4 | 2 | 9 | 0 | 0 | 3 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 0 | A | -1 | 11 | |
| 439 | 1860 | 201 | 93 | 14999 | 4372 | 16 | 0 | 29 | 1 | 2 | -1 | 2 | 1875 | 579 | 6 | 3 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 2 | A | Sa | -1 | 11 |